Triple

T5075259
Position Surface form Disambiguated ID Type / Status
Subject Isabel E114378 entity
Predicate hasNotableBearer P458 FINISHED
Object Isabel dos Santos
Isabel dos Santos is an Angolan businesswoman widely known as Africa’s first female billionaire and the daughter of former Angolan president José Eduardo dos Santos, as well as for high-profile corruption and money-laundering allegations.
E491922 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Isabel dos Santos | Statement: [Isabel, hasNotableBearer, Isabel dos Santos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Isabel dos Santos
Context triple: [Isabel, hasNotableBearer, Isabel dos Santos]
  • A. Madalena Gusmão
    Madalena Gusmão is an individual known primarily as the child of José Alexandre.
  • B. Catarina de Almeida Vaz Pinto
    Catarina de Almeida Vaz Pinto is a Portuguese cultural manager and politician known for her work in arts and cultural policy, including serving as Lisbon’s councillor for culture.
  • C. Maria Manuela Ramalho Eanes
    Maria Manuela Ramalho Eanes is a Portuguese public figure best known as the former First Lady of Portugal during the presidency of her husband, António Ramalho Eanes.
  • D. Filipa Moniz Perestrelo
    Filipa Moniz Perestrelo was a Portuguese noblewoman from a prominent maritime family who became the wife of explorer Christopher Columbus.
  • E. Maria Barroso
    Maria Barroso was a prominent Portuguese actress, politician, and humanitarian who served as First Lady of Portugal and played a significant role in the country’s cultural and democratic life.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Isabel dos Santos
Triple: [Isabel, hasNotableBearer, Isabel dos Santos]
Generated description
Isabel dos Santos is an Angolan businesswoman widely known as Africa’s first female billionaire and the daughter of former Angolan president José Eduardo dos Santos, as well as for high-profile corruption and money-laundering allegations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Isabel dos Santos
Target entity description: Isabel dos Santos is an Angolan businesswoman widely known as Africa’s first female billionaire and the daughter of former Angolan president José Eduardo dos Santos, as well as for high-profile corruption and money-laundering allegations.
  • A. Madalena Gusmão
    Madalena Gusmão is an individual known primarily as the child of José Alexandre.
  • B. Catarina de Almeida Vaz Pinto
    Catarina de Almeida Vaz Pinto is a Portuguese cultural manager and politician known for her work in arts and cultural policy, including serving as Lisbon’s councillor for culture.
  • C. Maria Manuela Ramalho Eanes
    Maria Manuela Ramalho Eanes is a Portuguese public figure best known as the former First Lady of Portugal during the presidency of her husband, António Ramalho Eanes.
  • D. Filipa Moniz Perestrelo
    Filipa Moniz Perestrelo was a Portuguese noblewoman from a prominent maritime family who became the wife of explorer Christopher Columbus.
  • E. Maria Barroso
    Maria Barroso was a prominent Portuguese actress, politician, and humanitarian who served as First Lady of Portugal and played a significant role in the country’s cultural and democratic life.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69bd443cf28c8190ad371d603563dbdd completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd74d2243481908c1ae62f7123c4e9 completed March 20, 2026, 4:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69beb121fa388190ab3909d20f014b6f completed March 21, 2026, 2:54 p.m.
NEDg Description generation batch_69beb202a8748190b677d7bcd2db66c8 completed March 21, 2026, 2:58 p.m.
NED2 Entity disambiguation (via description) batch_69beb28cf7b881909d40b70a7fff5033 completed March 21, 2026, 3 p.m.
Created at: March 20, 2026, 1:39 p.m.